Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 192 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 1.0% |
| Total size in memory | 22.6 KiB |
| Average record size in memory | 120.7 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 9 |
| Boolean | 1 |
Me3 has constant value "" | Constant |
| Dataset has 2 (1.0%) duplicate rows | Duplicates |
Compound is highly overall correlated with Me1 and 2 other fields | High correlation |
Ideal_Bond_Length_Sum is highly overall correlated with Mendeleev_Number and 1 other fields | High correlation |
Martynov_Batsanov_Electronegativity is highly overall correlated with Valence_Electron_Number | High correlation |
Me1 is highly overall correlated with Compound and 1 other fields | High correlation |
Me2 is highly overall correlated with Compound and 2 other fields | High correlation |
Mendeleev_Number is highly overall correlated with Ideal_Bond_Length_Sum and 1 other fields | High correlation |
PT-content is highly overall correlated with Tolerance_Factor and 1 other fields | High correlation |
Tolerance_Factor is highly overall correlated with PT-content and 1 other fields | High correlation |
Valence_Electron_Number is highly overall correlated with Ideal_Bond_Length_Sum and 1 other fields | High correlation |
frac-Me1 is highly overall correlated with frac-Me2 | High correlation |
frac-Me2 is highly overall correlated with frac-Me1 and 1 other fields | High correlation |
frac-Me3 is highly overall correlated with Compound and 3 other fields | High correlation |
x(BiMe1Me2)O3 is highly overall correlated with PT-content and 1 other fields | High correlation |
frac-Me3 is highly imbalanced (62.3%) | Imbalance |
x(BiMe1Me2)O3 has 2 (1.0%) zeros | Zeros |
PT-content has 2 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-05 12:29:00.193837 |
|---|---|
| Analysis finished | 2023-12-05 12:29:05.829754 |
| Duration | 5.64 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Compound
Categorical
HIGH CORRELATION 
| Distinct | 24 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| BiScIn | |
|---|---|
| Bi(NiTi) | |
| BF | |
| Bi(GaSc) | |
| Bi(ZnW) | 9 |
| Other values (19) |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 6.375 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1224 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Bi(GaSc) |
|---|---|
| 2nd row | Bi(GaSc) |
| 3rd row | Bi(GaSc) |
| 4th row | Bi(GaSc) |
| 5th row | Bi(GaSc) |
Common Values
| Value | Count | Frequency (%) |
| BiScIn | 26 | 13.5% |
| Bi(NiTi) | 15 | 7.8% |
| BF | 14 | 7.3% |
| Bi(GaSc) | 14 | 7.3% |
| Bi(ZnW) | 9 | 4.7% |
| BiSc | 9 | 4.7% |
| BiZnTi | 9 | 4.7% |
| Bi(MgW) | 9 | 4.7% |
| BiMn | 8 | 4.2% |
| Bi(ScMgTi) | 8 | 4.2% |
| Other values (14) | 71 |
Length
| Value | Count | Frequency (%) |
| biscin | 26 | 13.5% |
| bi(niti | 15 | 7.8% |
| bf | 14 | 7.3% |
| bi(gasc | 14 | 7.3% |
| bi(znw | 9 | 4.7% |
| bisc | 9 | 4.7% |
| biznti | 9 | 4.7% |
| bi(mgw | 9 | 4.7% |
| bimn | 8 | 4.2% |
| bi(scmgti | 8 | 4.2% |
| Other values (14) | 71 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 243 | |
| B | 192 | |
| ( | 97 | 7.9% |
| ) | 97 | 7.9% |
| n | 76 | 6.2% |
| S | 70 | 5.7% |
| c | 70 | 5.7% |
| Z | 46 | 3.8% |
| T | 44 | 3.6% |
| M | 43 | 3.5% |
| Other values (15) | 246 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 538 | |
| Lowercase Letter | 492 | |
| Open Punctuation | 97 | 7.9% |
| Close Punctuation | 97 | 7.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 192 | |
| S | 70 | 13.0% |
| Z | 46 | 8.6% |
| T | 44 | 8.2% |
| M | 43 | 8.0% |
| N | 39 | 7.2% |
| I | 33 | 6.1% |
| F | 23 | 4.3% |
| G | 19 | 3.5% |
| W | 18 | 3.3% |
| Other values (3) | 11 | 2.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 243 | |
| n | 76 | 15.4% |
| c | 70 | 14.2% |
| g | 35 | 7.1% |
| b | 25 | 5.1% |
| a | 19 | 3.9% |
| r | 11 | 2.2% |
| e | 9 | 1.8% |
| u | 2 | 0.4% |
| o | 2 | 0.4% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 97 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 97 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1030 | |
| Common | 194 | 15.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 243 | |
| B | 192 | |
| n | 76 | 7.4% |
| S | 70 | 6.8% |
| c | 70 | 6.8% |
| Z | 46 | 4.5% |
| T | 44 | 4.3% |
| M | 43 | 4.2% |
| N | 39 | 3.8% |
| g | 35 | 3.4% |
| Other values (13) | 172 |
Common
| Value | Count | Frequency (%) |
| ( | 97 | |
| ) | 97 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1224 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 243 | |
| B | 192 | |
| ( | 97 | 7.9% |
| ) | 97 | 7.9% |
| n | 76 | 6.2% |
| S | 70 | 5.7% |
| c | 70 | 5.7% |
| Z | 46 | 3.8% |
| T | 44 | 3.6% |
| M | 43 | 3.5% |
| Other values (15) | 246 |
x(BiMe1Me2)O3
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 46 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41224479 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.27875 |
| median | 0.4 |
| Q3 | 0.54 |
| 95-th percentile | 0.8 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.26125 |
Descriptive statistics
| Standard deviation | 0.2104026 |
|---|---|
| Coefficient of variation (CV) | 0.51038267 |
| Kurtosis | -0.16504904 |
| Mean | 0.41224479 |
| Median Absolute Deviation (MAD) | 0.135 |
| Skewness | 0.37400405 |
| Sum | 79.151 |
| Variance | 0.044269254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 20 | 10.4% |
| 0.4 | 18 | 9.4% |
| 0.3 | 18 | 9.4% |
| 0.2 | 17 | 8.9% |
| 0.1 | 15 | 7.8% |
| 0.6 | 11 | 5.7% |
| 0.35 | 8 | 4.2% |
| 0.7 | 7 | 3.6% |
| 0.8 | 6 | 3.1% |
| 0.15 | 5 | 2.6% |
| Other values (36) | 67 |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.0% |
| 0.05 | 3 | 1.6% |
| 0.1 | 15 | |
| 0.15 | 5 | 2.6% |
| 0.2 | 17 | |
| 0.22 | 1 | 0.5% |
| 0.25 | 4 | 2.1% |
| 0.2735 | 1 | 0.5% |
| 0.2805 | 1 | 0.5% |
| 0.3 | 18 |
| Value | Count | Frequency (%) |
| 1 | 2 | 1.0% |
| 0.9 | 4 | |
| 0.8 | 6 | |
| 0.75 | 1 | 0.5% |
| 0.73 | 1 | 0.5% |
| 0.72 | 1 | 0.5% |
| 0.71 | 1 | 0.5% |
| 0.7 | 7 | |
| 0.69 | 1 | 0.5% |
| 0.65 | 2 | 1.0% |
Me1
Categorical
HIGH CORRELATION 
| Distinct | 11 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| Sc | |
|---|---|
| Zn | |
| Mg | |
| Ni | |
| Ga | |
| Other values (6) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 384 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ga |
|---|---|
| 2nd row | Ga |
| 3rd row | Ga |
| 4th row | Ga |
| 5th row | Ga |
Common Values
| Value | Count | Frequency (%) |
| Sc | 60 | |
| Zn | 30 | |
| Mg | 26 | |
| Ni | 21 | 10.9% |
| Ga | 15 | 7.8% |
| Fe | 14 | 7.3% |
| Mn | 8 | 4.2% |
| Yb | 7 | 3.6% |
| In | 7 | 3.6% |
| Lu | 2 | 1.0% |
Length
| Value | Count | Frequency (%) |
| sc | 60 | |
| zn | 30 | |
| mg | 26 | |
| ni | 21 | 10.9% |
| ga | 15 | 7.8% |
| fe | 14 | 7.3% |
| mn | 8 | 4.2% |
| yb | 7 | 3.6% |
| in | 7 | 3.6% |
| lu | 2 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 60 | |
| c | 60 | |
| n | 45 | |
| M | 34 | |
| Z | 30 | |
| g | 26 | |
| N | 21 | 5.5% |
| i | 21 | 5.5% |
| a | 15 | 3.9% |
| G | 15 | 3.9% |
| Other values (9) | 57 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 192 | |
| Lowercase Letter | 192 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 60 | |
| M | 34 | |
| Z | 30 | |
| N | 21 | 10.9% |
| G | 15 | 7.8% |
| F | 14 | 7.3% |
| Y | 7 | 3.6% |
| I | 7 | 3.6% |
| L | 2 | 1.0% |
| C | 2 | 1.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 60 | |
| n | 45 | |
| g | 26 | |
| i | 21 | 10.9% |
| a | 15 | 7.8% |
| e | 14 | 7.3% |
| b | 7 | 3.6% |
| u | 2 | 1.0% |
| o | 2 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 384 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 60 | |
| c | 60 | |
| n | 45 | |
| M | 34 | |
| Z | 30 | |
| g | 26 | |
| N | 21 | 5.5% |
| i | 21 | 5.5% |
| a | 15 | 3.9% |
| G | 15 | 3.9% |
| Other values (9) | 57 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 384 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 60 | |
| c | 60 | |
| n | 45 | |
| M | 34 | |
| Z | 30 | |
| g | 26 | |
| N | 21 | 5.5% |
| i | 21 | 5.5% |
| a | 15 | 3.9% |
| G | 15 | 3.9% |
| Other values (9) | 57 |
Me2
Categorical
HIGH CORRELATION 
| Distinct | 13 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| In | |
|---|---|
| Ti | |
| Fe | |
| Sc | |
| W | |
| Other values (8) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.90625 |
| Min length | 1 |
Characters and Unicode
| Total characters | 366 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sc |
|---|---|
| 2nd row | Sc |
| 3rd row | Sc |
| 4th row | Sc |
| 5th row | Sc |
Common Values
| Value | Count | Frequency (%) |
| In | 33 | |
| Ti | 30 | |
| Fe | 23 | |
| Sc | 19 | |
| W | 18 | |
| Nb | 18 | |
| Zr | 11 | 5.7% |
| Ga | 9 | 4.7% |
| Mn | 8 | 4.2% |
| Mg | 8 | 4.2% |
| Other values (3) | 15 |
Length
| Value | Count | Frequency (%) |
| in | 33 | |
| ti | 30 | |
| fe | 23 | |
| sc | 19 | |
| w | 18 | |
| nb | 18 | |
| zr | 11 | 5.7% |
| ga | 9 | 4.7% |
| mn | 8 | 4.2% |
| mg | 8 | 4.2% |
| Other values (3) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 47 | |
| I | 33 | 9.0% |
| T | 30 | 8.2% |
| i | 30 | 8.2% |
| b | 25 | 6.8% |
| e | 23 | 6.3% |
| F | 23 | 6.3% |
| S | 19 | 5.2% |
| c | 19 | 5.2% |
| W | 18 | 4.9% |
| Other values (10) | 99 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 192 | |
| Lowercase Letter | 174 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 33 | |
| T | 30 | |
| F | 23 | |
| S | 19 | |
| W | 18 | |
| N | 18 | |
| Z | 17 | |
| M | 16 | |
| G | 9 | 4.7% |
| Y | 7 | 3.6% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 47 | |
| i | 30 | |
| b | 25 | |
| e | 23 | |
| c | 19 | |
| r | 11 | 6.3% |
| a | 9 | 5.2% |
| g | 8 | 4.6% |
| u | 2 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 366 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 47 | |
| I | 33 | 9.0% |
| T | 30 | 8.2% |
| i | 30 | 8.2% |
| b | 25 | 6.8% |
| e | 23 | 6.3% |
| F | 23 | 6.3% |
| S | 19 | 5.2% |
| c | 19 | 5.2% |
| W | 18 | 4.9% |
| Other values (10) | 99 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 366 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 47 | |
| I | 33 | 9.0% |
| T | 30 | 8.2% |
| i | 30 | 8.2% |
| b | 25 | 6.8% |
| e | 23 | 6.3% |
| F | 23 | 6.3% |
| S | 19 | 5.2% |
| c | 19 | 5.2% |
| W | 18 | 4.9% |
| Other values (10) | 99 |
Me3
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| Ti |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 384 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ti |
|---|---|
| 2nd row | Ti |
| 3rd row | Ti |
| 4th row | Ti |
| 5th row | Ti |
Common Values
| Value | Count | Frequency (%) |
| Ti | 192 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ti | 192 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 192 | |
| i | 192 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 192 | |
| Lowercase Letter | 192 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 192 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 384 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 192 | |
| i | 192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 384 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 192 | |
| i | 192 |
frac-Me1
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54262598 |
| Minimum | 0.05 |
|---|---|
| Maximum | 0.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.5 |
| median | 0.5 |
| Q3 | 0.67 |
| 95-th percentile | 0.75 |
| Maximum | 0.88 |
| Range | 0.83 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.14095727 |
|---|---|
| Coefficient of variation (CV) | 0.25976874 |
| Kurtosis | 1.6347618 |
| Mean | 0.54262598 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.36968089 |
| Sum | 104.18419 |
| Variance | 0.019868952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 120 | |
| 0.75 | 24 | 12.5% |
| 0.67 | 18 | 9.4% |
| 0.25 | 6 | 3.1% |
| 0.17 | 2 | 1.0% |
| 0.545454545 | 1 | 0.5% |
| 0.88 | 1 | 0.5% |
| 0.47 | 1 | 0.5% |
| 0.27 | 1 | 0.5% |
| 0.864864865 | 1 | 0.5% |
| Other values (17) | 17 | 8.9% |
| Value | Count | Frequency (%) |
| 0.05 | 1 | 0.5% |
| 0.1 | 1 | 0.5% |
| 0.125 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.17 | 2 | 1.0% |
| 0.25 | 6 | 3.1% |
| 0.27 | 1 | 0.5% |
| 0.47 | 1 | 0.5% |
| 0.5 | 120 | |
| 0.545454545 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0.88 | 1 | 0.5% |
| 0.864864865 | 1 | 0.5% |
| 0.857142857 | 1 | 0.5% |
| 0.839640795 | 1 | 0.5% |
| 0.817184644 | 1 | 0.5% |
| 0.81 | 1 | 0.5% |
| 0.75 | 24 | |
| 0.69 | 1 | 0.5% |
| 0.679281591 | 1 | 0.5% |
| 0.67 | 18 |
frac-Me2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.43914485 |
| Minimum | 0.12 |
|---|---|
| Maximum | 0.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.33 |
| median | 0.5 |
| Q3 | 0.5 |
| 95-th percentile | 0.75 |
| Maximum | 0.95 |
| Range | 0.83 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.1501794 |
|---|---|
| Coefficient of variation (CV) | 0.34198147 |
| Kurtosis | 1.0067012 |
| Mean | 0.43914485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.47876006 |
| Sum | 84.315811 |
| Variance | 0.022553852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 106 | |
| 0.25 | 38 | 19.8% |
| 0.33 | 18 | 9.4% |
| 0.75 | 6 | 3.1% |
| 0.83 | 2 | 1.0% |
| 0.454545455 | 1 | 0.5% |
| 0.12 | 1 | 0.5% |
| 0.53 | 1 | 0.5% |
| 0.73 | 1 | 0.5% |
| 0.135135135 | 1 | 0.5% |
| Other values (17) | 17 | 8.9% |
| Value | Count | Frequency (%) |
| 0.12 | 1 | 0.5% |
| 0.135135135 | 1 | 0.5% |
| 0.142857143 | 1 | 0.5% |
| 0.160359205 | 1 | 0.5% |
| 0.182815356 | 1 | 0.5% |
| 0.19 | 1 | 0.5% |
| 0.25 | 38 | |
| 0.31 | 1 | 0.5% |
| 0.320718409 | 1 | 0.5% |
| 0.33 | 18 |
| Value | Count | Frequency (%) |
| 0.95 | 1 | 0.5% |
| 0.9 | 1 | 0.5% |
| 0.875 | 1 | 0.5% |
| 0.85 | 1 | 0.5% |
| 0.83 | 2 | 1.0% |
| 0.75 | 6 | 3.1% |
| 0.73 | 1 | 0.5% |
| 0.53 | 1 | 0.5% |
| 0.5 | 106 | |
| 0.454545455 | 1 | 0.5% |
frac-Me3
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 0.0 | |
|---|---|
| 0.25 | 14 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0729167 |
| Min length | 3 |
Characters and Unicode
| Total characters | 590 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 178 | |
| 0.25 | 14 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 178 | |
| 0.25 | 14 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 370 | |
| . | 192 | |
| 2 | 14 | 2.4% |
| 5 | 14 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 398 | |
| Other Punctuation | 192 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 370 | |
| 2 | 14 | 3.5% |
| 5 | 14 | 3.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 590 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 370 | |
| . | 192 | |
| 2 | 14 | 2.4% |
| 5 | 14 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 590 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 370 | |
| . | 192 | |
| 2 | 14 | 2.4% |
| 5 | 14 | 2.4% |
PT-content
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 46 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58775521 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.46 |
| median | 0.6 |
| Q3 | 0.72125 |
| 95-th percentile | 0.9 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.26125 |
Descriptive statistics
| Standard deviation | 0.2104026 |
|---|---|
| Coefficient of variation (CV) | 0.35797658 |
| Kurtosis | -0.16504904 |
| Mean | 0.58775521 |
| Median Absolute Deviation (MAD) | 0.135 |
| Skewness | -0.37400405 |
| Sum | 112.849 |
| Variance | 0.044269254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 20 | 10.4% |
| 0.6 | 18 | 9.4% |
| 0.7 | 18 | 9.4% |
| 0.8 | 17 | 8.9% |
| 0.9 | 15 | 7.8% |
| 0.4 | 11 | 5.7% |
| 0.65 | 8 | 4.2% |
| 0.3 | 7 | 3.6% |
| 0.2 | 6 | 3.1% |
| 0.85 | 5 | 2.6% |
| Other values (36) | 67 |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.0% |
| 0.1 | 4 | |
| 0.2 | 6 | |
| 0.25 | 1 | 0.5% |
| 0.27 | 1 | 0.5% |
| 0.28 | 1 | 0.5% |
| 0.29 | 1 | 0.5% |
| 0.3 | 7 | |
| 0.31 | 1 | 0.5% |
| 0.35 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 2 | 1.0% |
| 0.95 | 3 | 1.6% |
| 0.9 | 15 | |
| 0.85 | 5 | 2.6% |
| 0.8 | 17 | |
| 0.78 | 1 | 0.5% |
| 0.75 | 4 | 2.1% |
| 0.7265 | 1 | 0.5% |
| 0.7195 | 1 | 0.5% |
| 0.7 | 18 |
Tolerance_Factor
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 146 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98769323 |
| Minimum | 0.9223 |
|---|---|
| Maximum | 1.0272 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.9223 |
|---|---|
| 5-th percentile | 0.955695 |
| Q1 | 0.9773 |
| median | 0.98565 |
| Q3 | 1.00265 |
| 95-th percentile | 1.018845 |
| Maximum | 1.0272 |
| Range | 0.1049 |
| Interquartile range (IQR) | 0.02535 |
Descriptive statistics
| Standard deviation | 0.019938657 |
|---|---|
| Coefficient of variation (CV) | 0.020187095 |
| Kurtosis | 0.40500717 |
| Mean | 0.98769323 |
| Median Absolute Deviation (MAD) | 0.01195 |
| Skewness | -0.39185681 |
| Sum | 189.6371 |
| Variance | 0.00039755006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9781 | 4 | 2.1% |
| 0.9773 | 4 | 2.1% |
| 0.9851 | 3 | 1.6% |
| 0.9777 | 3 | 1.6% |
| 0.9854 | 3 | 1.6% |
| 0.9808 | 3 | 1.6% |
| 1.0202 | 3 | 1.6% |
| 0.9785 | 3 | 1.6% |
| 1.0022 | 3 | 1.6% |
| 0.9841 | 2 | 1.0% |
| Other values (136) | 161 |
| Value | Count | Frequency (%) |
| 0.9223 | 1 | |
| 0.9229 | 1 | |
| 0.9345 | 1 | |
| 0.9389 | 1 | |
| 0.944 | 1 | |
| 0.9461 | 1 | |
| 0.9487 | 2 | |
| 0.9523 | 1 | |
| 0.9541 | 1 | |
| 0.957 | 1 |
| Value | Count | Frequency (%) |
| 1.0272 | 2 | |
| 1.0236 | 1 | 0.5% |
| 1.0214 | 1 | 0.5% |
| 1.0202 | 3 | |
| 1.0201 | 1 | 0.5% |
| 1.0189 | 2 | |
| 1.0188 | 1 | 0.5% |
| 1.0179 | 1 | 0.5% |
| 1.0174 | 1 | 0.5% |
| 1.0173 | 1 | 0.5% |
Valence_Electron_Number
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 58 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9090104 |
| Minimum | 7.995 |
|---|---|
| Maximum | 14.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 7.995 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 8 |
| median | 8 |
| Q3 | 9.5 |
| 95-th percentile | 11.6225 |
| Maximum | 14.75 |
| Range | 6.755 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.3471921 |
|---|---|
| Coefficient of variation (CV) | 0.15121681 |
| Kurtosis | 2.3444896 |
| Mean | 8.9090104 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6177349 |
| Sum | 1710.53 |
| Variance | 1.8149266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 100 | |
| 11 | 5 | 2.6% |
| 9 | 5 | 2.6% |
| 10 | 5 | 2.6% |
| 8.5 | 4 | 2.1% |
| 9.5 | 4 | 2.1% |
| 12.5 | 3 | 1.6% |
| 10.5 | 3 | 1.6% |
| 9.6 | 2 | 1.0% |
| 8.75 | 2 | 1.0% |
| Other values (48) | 59 |
| Value | Count | Frequency (%) |
| 7.995 | 2 | 1.0% |
| 7.996 | 1 | 0.5% |
| 7.997 | 1 | 0.5% |
| 7.998 | 1 | 0.5% |
| 7.999 | 1 | 0.5% |
| 8 | 100 | |
| 8.2 | 1 | 0.5% |
| 8.25 | 1 | 0.5% |
| 8.38 | 1 | 0.5% |
| 8.4 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 14.75 | 1 | 0.5% |
| 14 | 1 | 0.5% |
| 12.5 | 3 | |
| 12 | 2 | |
| 11.75 | 1 | 0.5% |
| 11.689 | 1 | 0.5% |
| 11.65 | 1 | 0.5% |
| 11.6 | 1 | 0.5% |
| 11.55 | 1 | 0.5% |
| 11.5 | 2 |
Martynov_Batsanov_Electronegativity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 167 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.764737 |
| Minimum | 3.51 |
|---|---|
| Maximum | 4.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 3.51 |
|---|---|
| 5-th percentile | 3.659775 |
| Q1 | 3.73675 |
| median | 3.754 |
| Q3 | 3.788625 |
| 95-th percentile | 3.877325 |
| Maximum | 4.1 |
| Range | 0.59 |
| Interquartile range (IQR) | 0.051875 |
Descriptive statistics
| Standard deviation | 0.069449132 |
|---|---|
| Coefficient of variation (CV) | 0.018447273 |
| Kurtosis | 5.8937495 |
| Mean | 3.764737 |
| Median Absolute Deviation (MAD) | 0.0255 |
| Skewness | 1.0523758 |
| Sum | 722.8295 |
| Variance | 0.0048231819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.753 | 3 | 1.6% |
| 3.738 | 3 | 1.6% |
| 3.786 | 3 | 1.6% |
| 3.7395 | 2 | 1.0% |
| 3.789 | 2 | 1.0% |
| 3.7338 | 2 | 1.0% |
| 3.78 | 2 | 1.0% |
| 3.752 | 2 | 1.0% |
| 3.766 | 2 | 1.0% |
| 3.783 | 2 | 1.0% |
| Other values (157) | 169 |
| Value | Count | Frequency (%) |
| 3.51 | 1 | |
| 3.564 | 1 | |
| 3.612 | 1 | |
| 3.618 | 1 | |
| 3.633 | 1 | |
| 3.6435 | 1 | |
| 3.645 | 1 | |
| 3.648 | 1 | |
| 3.654 | 2 | |
| 3.6645 | 1 |
| Value | Count | Frequency (%) |
| 4.1 | 1 | |
| 4.06 | 1 | |
| 4.02 | 1 | |
| 3.98 | 1 | |
| 3.94 | 1 | |
| 3.9075 | 1 | |
| 3.9 | 1 | |
| 3.899 | 1 | |
| 3.8905 | 1 | |
| 3.882 | 1 |
Ideal_Bond_Length_Sum
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 174 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9106776 |
| Minimum | 3.8462 |
|---|---|
| Maximum | 3.9875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 3.8462 |
|---|---|
| 5-th percentile | 3.8636 |
| Q1 | 3.8927 |
| median | 3.91325 |
| Q3 | 3.93105 |
| 95-th percentile | 3.94888 |
| Maximum | 3.9875 |
| Range | 0.1413 |
| Interquartile range (IQR) | 0.03835 |
Descriptive statistics
| Standard deviation | 0.027077807 |
|---|---|
| Coefficient of variation (CV) | 0.0069240703 |
| Kurtosis | -0.34494355 |
| Mean | 3.9106776 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | -0.25123609 |
| Sum | 750.8501 |
| Variance | 0.00073320761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.9106 | 3 | 1.6% |
| 3.8967 | 3 | 1.6% |
| 3.9398 | 2 | 1.0% |
| 3.9402 | 2 | 1.0% |
| 3.9512 | 2 | 1.0% |
| 3.9286 | 2 | 1.0% |
| 3.9195 | 2 | 1.0% |
| 3.927 | 2 | 1.0% |
| 3.893 | 2 | 1.0% |
| 3.9088 | 2 | 1.0% |
| Other values (164) | 170 |
| Value | Count | Frequency (%) |
| 3.8462 | 1 | |
| 3.848 | 1 | |
| 3.8481 | 1 | |
| 3.8532 | 1 | |
| 3.8563 | 1 | |
| 3.8597 | 1 | |
| 3.8606 | 1 | |
| 3.8609 | 1 | |
| 3.861 | 1 | |
| 3.8614 | 1 |
| Value | Count | Frequency (%) |
| 3.9875 | 1 | |
| 3.9754 | 1 | |
| 3.9633 | 1 | |
| 3.9612 | 1 | |
| 3.9512 | 2 | |
| 3.9504 | 1 | |
| 3.95 | 1 | |
| 3.9495 | 1 | |
| 3.9491 | 1 | |
| 3.9487 | 1 |
Mendeleev_Number
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 159 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.71304 |
| Minimum | 99.7 |
|---|---|
| Maximum | 147.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 99.7 |
|---|---|
| 5-th percentile | 116.64768 |
| Q1 | 122.155 |
| median | 127.55 |
| Q3 | 133.3115 |
| 95-th percentile | 139.3675 |
| Maximum | 147.85 |
| Range | 48.15 |
| Interquartile range (IQR) | 11.1565 |
Descriptive statistics
| Standard deviation | 7.6742182 |
|---|---|
| Coefficient of variation (CV) | 0.060089544 |
| Kurtosis | 0.96087181 |
| Mean | 127.71304 |
| Median Absolute Deviation (MAD) | 5.6043 |
| Skewness | -0.38005326 |
| Sum | 24520.903 |
| Variance | 58.893624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 127.6 | 3 | 1.6% |
| 131.2 | 3 | 1.6% |
| 121.75 | 3 | 1.6% |
| 128.2 | 2 | 1.0% |
| 132.4 | 2 | 1.0% |
| 126.8 | 2 | 1.0% |
| 129.6 | 2 | 1.0% |
| 130.3 | 2 | 1.0% |
| 131 | 2 | 1.0% |
| 121.3 | 2 | 1.0% |
| Other values (149) | 169 |
| Value | Count | Frequency (%) |
| 99.7 | 1 | |
| 102.4 | 1 | |
| 105.1 | 1 | |
| 107.8 | 1 | |
| 110.5 | 1 | |
| 113.2 | 1 | |
| 114.937 | 1 | |
| 115.9 | 1 | |
| 116.134 | 1 | |
| 116.544 | 1 |
| Value | Count | Frequency (%) |
| 147.85 | 1 | |
| 145.2 | 1 | |
| 144.6 | 1 | |
| 142.025 | 1 | |
| 142 | 1 | |
| 141.5 | 1 | |
| 140.7375 | 1 | |
| 140.2 | 1 | |
| 139.9 | 1 | |
| 139.45 | 1 |
Formability
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 324.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 125 | |
| False | 67 |
| Compound | Formability | Ideal_Bond_Length_Sum | Martynov_Batsanov_Electronegativity | Me1 | Me2 | Mendeleev_Number | PT-content | Tolerance_Factor | Valence_Electron_Number | frac-Me1 | frac-Me2 | frac-Me3 | x(BiMe1Me2)O3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Compound | 1.000 | 0.476 | 0.482 | -0.204 | 0.947 | 0.947 | -0.226 | 0.099 | -0.136 | -0.116 | 0.145 | -0.100 | 0.940 | -0.099 |
| Formability | 0.476 | 1.000 | 0.135 | 0.265 | 0.408 | 0.324 | -0.315 | 0.378 | 0.427 | -0.030 | 0.032 | -0.047 | 0.000 | -0.378 |
| Ideal_Bond_Length_Sum | 0.482 | 0.135 | 1.000 | -0.418 | 0.374 | 0.457 | -0.710 | 0.492 | 0.113 | -0.568 | -0.014 | 0.013 | 0.364 | -0.492 |
| Martynov_Batsanov_Electronegativity | -0.204 | 0.265 | -0.418 | 1.000 | 0.426 | 0.382 | 0.309 | 0.187 | 0.484 | 0.571 | -0.213 | 0.297 | 0.041 | -0.187 |
| Me1 | 0.947 | 0.408 | 0.374 | 0.426 | 1.000 | 0.710 | -0.192 | 0.017 | -0.141 | 0.179 | 0.276 | -0.326 | 0.348 | -0.017 |
| Me2 | 0.947 | 0.324 | 0.457 | 0.382 | 0.710 | 1.000 | 0.140 | 0.022 | -0.015 | 0.051 | 0.026 | -0.081 | 0.971 | -0.022 |
| Mendeleev_Number | -0.226 | -0.315 | -0.710 | 0.309 | -0.192 | 0.140 | 1.000 | -0.369 | -0.145 | 0.417 | 0.111 | 0.049 | 0.533 | 0.369 |
| PT-content | 0.099 | 0.378 | 0.492 | 0.187 | 0.017 | 0.022 | -0.369 | 1.000 | 0.890 | -0.272 | 0.072 | -0.033 | 0.102 | -1.000 |
| Tolerance_Factor | -0.136 | 0.427 | 0.113 | 0.484 | -0.141 | -0.015 | -0.145 | 0.890 | 1.000 | -0.051 | -0.019 | 0.062 | 0.000 | -0.890 |
| Valence_Electron_Number | -0.116 | -0.030 | -0.568 | 0.571 | 0.179 | 0.051 | 0.417 | -0.272 | -0.051 | 1.000 | -0.031 | 0.062 | 0.000 | 0.272 |
| frac-Me1 | 0.145 | 0.032 | -0.014 | -0.213 | 0.276 | 0.026 | 0.111 | 0.072 | -0.019 | -0.031 | 1.000 | -0.858 | 0.092 | -0.072 |
| frac-Me2 | -0.100 | -0.047 | 0.013 | 0.297 | -0.326 | -0.081 | 0.049 | -0.033 | 0.062 | 0.062 | -0.858 | 1.000 | 0.533 | 0.033 |
| frac-Me3 | 0.940 | 0.000 | 0.364 | 0.041 | 0.348 | 0.971 | 0.533 | 0.102 | 0.000 | 0.000 | 0.092 | 0.533 | 1.000 | 0.057 |
| x(BiMe1Me2)O3 | -0.099 | -0.378 | -0.492 | -0.187 | -0.017 | -0.022 | 0.369 | -1.000 | -0.890 | 0.272 | -0.072 | 0.033 | 0.057 | 1.000 |
| Compound | x(BiMe1Me2)O3 | Me1 | Me2 | Me3 | frac-Me1 | frac-Me2 | frac-Me3 | PT-content | Tolerance_Factor | Valence_Electron_Number | Martynov_Batsanov_Electronegativity | Ideal_Bond_Length_Sum | Mendeleev_Number | Formability | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bi(GaSc) | 0.45 | Ga | Sc | Ti | 0.25 | 0.75 | 0.0 | 0.55 | 0.9813 | 8.0 | 3.7395 | 3.9208 | 118.9375 | No |
| 1 | Bi(GaSc) | 0.40 | Ga | Sc | Ti | 0.25 | 0.75 | 0.0 | 0.60 | 0.9864 | 8.0 | 3.7440 | 3.9215 | 119.5000 | No |
| 2 | Bi(GaSc) | 0.38 | Ga | Sc | Ti | 0.25 | 0.75 | 0.0 | 0.62 | 0.9884 | 8.0 | 3.7458 | 3.9218 | 119.7250 | No |
| 3 | Bi(GaSc) | 0.36 | Ga | Sc | Ti | 0.25 | 0.75 | 0.0 | 0.64 | 0.9904 | 8.0 | 3.7476 | 3.9221 | 119.9500 | No |
| 4 | Bi(GaSc) | 0.30 | Ga | Sc | Ti | 0.25 | 0.75 | 0.0 | 0.70 | 0.9966 | 8.0 | 3.7530 | 3.9229 | 120.6250 | Yes |
| 5 | Bi(GaSc) | 0.20 | Ga | Sc | Ti | 0.25 | 0.75 | 0.0 | 0.80 | 1.0068 | 8.0 | 3.7620 | 3.9243 | 121.7500 | Yes |
| 6 | Bi(MgW) | 0.80 | Mg | W | Ti | 0.75 | 0.25 | 0.0 | 0.20 | 0.9541 | 8.0 | 3.6120 | 3.8606 | 144.6000 | No |
| 7 | Bi(MgW) | 0.70 | Mg | W | Ti | 0.75 | 0.25 | 0.0 | 0.30 | 0.9633 | 8.0 | 3.6330 | 3.8689 | 142.0250 | No |
| 8 | Bi(MgW) | 0.65 | Mg | W | Ti | 0.75 | 0.25 | 0.0 | 0.35 | 0.9678 | 8.0 | 3.6435 | 3.8731 | 140.7375 | No |
| 9 | Bi(MgW) | 0.60 | Mg | W | Ti | 0.75 | 0.25 | 0.0 | 0.40 | 0.9724 | 8.0 | 3.6540 | 3.8772 | 139.4500 | No |
| Compound | x(BiMe1Me2)O3 | Me1 | Me2 | Me3 | frac-Me1 | frac-Me2 | frac-Me3 | PT-content | Tolerance_Factor | Valence_Electron_Number | Martynov_Batsanov_Electronegativity | Ideal_Bond_Length_Sum | Mendeleev_Number | Formability | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | BiScIn | 0.3700 | Sc | In | Ti | 0.594595 | 0.405405 | 0.0 | 0.6300 | 0.9808 | 8.000 | 3.7477 | 3.9409 | 123.6100 | Yes |
| 183 | BiScIn | 0.3118 | Sc | In | Ti | 0.679282 | 0.320718 | 0.0 | 0.6882 | 0.9887 | 8.000 | 3.7493 | 3.9373 | 121.9814 | Yes |
| 184 | BiScIn | 0.2735 | Sc | In | Ti | 0.817185 | 0.182815 | 0.0 | 0.7265 | 0.9943 | 8.000 | 3.7482 | 3.9340 | 119.8155 | Yes |
| 185 | BiScIn | 0.3118 | Sc | In | Ti | 0.839641 | 0.160359 | 0.0 | 0.6882 | 0.9899 | 8.000 | 3.7428 | 3.9346 | 118.7814 | Yes |
| 186 | BiScIn | 0.3500 | Sc | In | Ti | 0.857143 | 0.142857 | 0.0 | 0.6500 | 0.9854 | 8.000 | 3.7375 | 3.9353 | 117.7500 | Yes |
| 187 | BiScIn | 0.3700 | Sc | In | Ti | 0.864865 | 0.135135 | 0.0 | 0.6300 | 0.9831 | 8.000 | 3.7347 | 3.9356 | 117.2100 | Yes |
| 188 | BiCoFe | 0.7000 | Co | Fe | Ti | 0.270000 | 0.730000 | 0.0 | 0.3000 | 0.9812 | 11.689 | 3.8105 | 3.8481 | 136.4670 | No |
| 189 | Bi(GaSc) | 0.2500 | Sc | Ga | Ti | 0.470000 | 0.530000 | 0.0 | 0.7500 | 1.0057 | 8.000 | 3.7715 | 3.9152 | 125.5975 | Yes |
| 190 | BiCoFe | 0.2000 | Co | Fe | Ti | 0.880000 | 0.120000 | 0.0 | 0.8000 | 1.0162 | 9.176 | 3.7948 | 3.8905 | 127.9280 | Yes |
| 191 | Bi(ScFe) | 0.4000 | Sc | Fe | Ti | 0.810000 | 0.190000 | 0.0 | 0.6000 | 0.9842 | 8.380 | 3.7369 | 3.9260 | 116.5440 | Yes |
Most frequently occurring
| Compound | x(BiMe1Me2)O3 | Me1 | Me2 | Me3 | frac-Me1 | frac-Me2 | frac-Me3 | PT-content | Tolerance_Factor | Valence_Electron_Number | Martynov_Batsanov_Electronegativity | Ideal_Bond_Length_Sum | Mendeleev_Number | Formability | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bi(MgNb) | 0.5 | Mg | Nb | Ti | 0.67 | 0.33 | 0.0 | 0.5 | 0.9807 | 7.995 | 3.7338 | 3.8930 | 135.535 | No | 2 |
| 1 | Bi(ZnNb) | 0.5 | Zn | Nb | Ti | 0.67 | 0.33 | 0.0 | 0.5 | 0.9777 | 11.345 | 3.7774 | 3.8967 | 135.870 | No | 2 |